The Paradigm Shift in Education: Stakeholder Perceptions of Generative AI in Teaching–Learning Dynamics

The study explores the paradigm shift in education brought about by the introduction of generative artificial intelligence (AI) tools, focusing on educational stakeholders’ self-reported perceptions rather than observed changes in teaching or learning outcomes. We consider stakeholders’ views on AI-based technologies within the teaching–learning process. The current study uses a cross-sectional empirical survey design with a sample of N = 917 respondents, including teachers, students, administrators, and management. It examines the use of advanced AI technologies such as ChatGPT, Gemini, DeepSeek, and Grok, and stakeholders’ perceived connection between digital skills and classroom performance, student motivation, and critical thinking. We also discuss the ethical dilemmas and structural challenges that accompany this digital change. Inferential statistics, such as One-Way ANOVA and the Pearson Chi-Square test, show statistically significant differences in perceptions and regulatory expectations across organizational responsibilities. The findings contribute to understanding how advanced digitalization is perceived to reshape traditional academic roles, offering practical insights for creating effective, responsible, and sustainable teaching practices.

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Publication Details

Journal
Sustainability
Published
2026-08-24
DOI
https://doi.org/10.3390/su18178678
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

The Paradigm Shift in Education: Stakeholder Perceptions of Generative AI in Teaching–Learning Dynamics

STOICA SILVIU-IONEL, Vasciuc Sandulescu Cristina Gabriela
Sustainability
Artificial Intelligence in Healthcare and Education
article

The Paradigm Shift in Education: Stakeholder Perceptions of Generative AI in Teaching–Learning Dynamics

STOICA SILVIU-IONEL, Vasciuc Sandulescu Cristina Gabriela
article en

Abstract

The study explores the paradigm shift in education brought about by the introduction of generative artificial intelligence (AI) tools, focusing on educational stakeholders’ self-reported perceptions rather than observed changes in teaching or learning outcomes. We consider stakeholders’ views on AI-based technologies within the teaching–learning process. The current study uses a cross-sectional empirical survey design with a sample of N = 917 respondents, including teachers, students, administrators, and management. It examines the use of advanced AI technologies such as ChatGPT, Gemini, DeepSeek, and Grok, and stakeholders’ perceived connection between digital skills and classroom performance, student motivation, and critical thinking. We also discuss the ethical dilemmas and structural challenges that accompany this digital change. Inferential statistics, such as One-Way ANOVA and the Pearson Chi-Square test, show statistically significant differences in perceptions and regulatory expectations across organizational responsibilities. The findings contribute to understanding how advanced digitalization is perceived to reshape traditional academic roles, offering practical insights for creating effective, responsible, and sustainable teaching practices.

SustainabilityVol. 18(17)
Valahia University of Targoviste (RO)
Quality Education
Openalex Percentile: Top 13%
Artificial Intelligence in Healthcare and Education
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